<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/inverse-scaling-when-larger-language-models-perform-worse</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/the-inverse-scaling-phenomenon</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/categories-of-inverse-scaling-tasks</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/the-inverse-scaling-prize</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/mechanisms-behind-inverse-scaling</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/worked-example-demonstrating-inverse-scaling</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/code-implementation</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/real-world-inverse-scaling-examples</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/theoretical-framework</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/mitigating-inverse-scaling</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/limitations-of-inverse-scaling-research</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/implications-for-ai-development</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/connection-to-other-emergent-phenomena</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/summary</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/inverse-scaling-larger-language-models-perform-worse/quiz</loc><lastmod>2025-11-09T15:00:00.000Z</lastmod></url></urlset>